“But… where did he go?” Mark asked, the question escaping his lips before he could stop it. The receptionist, a woman he’d known for years, simply shrugged, her face carefully blank. Mr. Thompson, Mark’s long-time editor and champion, was simply... gone. His office had been emptied. His belongings dispersed.

Mark ran a hand across his jaw, feeling the prickle of stubble. He hadn’t shaved, hadn’t slept. He’d been expecting a celebratory dinner, a toast to the completion of his novel. Instead, there was a void. A hollow space where support and guidance had once been. He felt a sudden, urgent need to sit down. He felt a weakness in his knees.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196